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How US Mobility has Eroded and Accelerated Retail Sales from 2020-22

Overview: Mobility in Practice

This article from Revology Analytics explains mobility in the context of modern pricing analytics and revenue growth management. It draws on real engagements with mid-market and enterprise clients to turn mobility from a buzzword into a measurable commercial capability. Read on for the full perspective, and see our related reading for additional depth.

The Apple Mobility index, published from January 13, 2020 to April 13, 2022, tracked the relative volume of map direction requests for various cities, regions and countries as people were driving, walking or taking public transportation to places.


As the US went into a lockdown in early 2020, key retail segments suffered tremendously, but with many recovering and accelerating their performance thanks to stimulus checks and the pent-up need for consumers to be out & about again.

We created the below Tableau Public dashboard to quickly illustrate the relationship between our mobility trends over the last couple of years and monthly sales for key Retail segments. Unsurprisingly, the Grocery industry was largely unaffected, followed by Beer & Liquor stores. However, segments like Auto Parts and Tire Retailers recovered in a very positive way starting the 2nd half of 2020, thanks to increased driving and government stimulus checks.

While Apple discontinued publishing this mobility index dataset last month, I highly encourage you to take advantage of similar public data sources to augment your own Demand Forecasting algorithms, Revenue Projections and Planning processes.

Enjoy playing with this and reach out with any questions or comments!


Apple Mobility Index and Consumption TrendsHow Americans' mobility has eroded then accelerated Retail sales in last 2 years

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Related Reading

For broader industry perspective on pricing analytics and revenue growth management, see McKinsey’s Growth, Marketing & Sales insights.

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